The AI Sales Process Map: The Ten-Stage Sales Process Framework

The AI Sales Process Map: The Ten-Stage Sales Process Framework

Sales leaders today often fall into the trap of using artificial intelligence tools randomly rather than systematically. This sporadic usage is like owning a Swiss Army knife but only using the bottle opener; you miss out on ninety percent of the available value. AI’s real power comes not from isolated tools but from integrating capabilities across every stage of your sales processes. When mapped correctly, AI accelerates every interaction, shortens sales cycles, and makes revenue generation more predictable.

Random AI adoption leads to inconsistent results. Some reps use it effectively, while others revert to manual methods under pressure, resulting in uneven performance. Systematic AI integration, however, compounds improvements across the entire sales cycle. Data captured at one stage strengthens the next, creating a virtuous cycle of sales success that is scalable, measurable, and sustainable. The outcome is not just faster deals, but stronger business acumen and more consistent revenue management.

The ten-stage AI sales process framework provides a structured way to apply AI:

  1. Prospecting,
  2. Outreach,
  3. Qualification,
  4. Scoping,
  5. Presentation,
  6. Economic Buyer meetings,
  7. Validation Events,
  8. Proposals,
  9. Closing,
  10. Onboarding/expansion.

Each stage leverages AI differently, from intent data analysis in prospecting to AI-driven customer success monitoring post-close. Integration ensures that research informs outreach, discovery guides scoping, and validation improves proposals. By connecting the entire workflow, sales teams gain predictable processes and continuous optimization opportunities.

Process-based implementation builds competitive advantage. Competitors can replicate isolated AI tools, but systematic integration across sales strategies and sales management creates a differentiated approach that scales with growth. Consistency across the team reduces dependency on individual skill differences, enhances messaging, and strengthens value selling.

The measurement framework behind this approach ensures continuous improvement. Stage-specific conversion rates, velocity metrics, and data quality indicators guide refinements. Weekly reviews, monthly AI effectiveness assessments, and quarterly adjustments keep teams aligned while maximizing ROI from AI investments. Over time, these optimizations compound, creating a performance engine that drives long-term revenue generation.

The future of B2B sales isn’t choosing between humans and AI. It’s humans amplified by AI. Let’s build that future together.

If you’d like to explore this topic in more depth, there’s a podcast episode that covers all of this information and more. You can find the link to the episode here and consider subscribing to the podcast AI Tools for Sales Pros on your favorite podcast player.

AI Isn’t Replacing Salespeople, It’s Giving Them a Competitive Edge

AI Isn’t Replacing Salespeople, It’s Giving Them a Competitive Edge

AI isn’t replacing salespeople, it’s making them more effective. The real risk isn’t losing your job to AI; it’s losing to a competitor who uses AI better than you do. Sales professionals who integrate AI into their workflow will outperform those who don’t. 

It’s not about technology taking over but about using technology to gain an edge. The market is becoming increasingly competitive, and the most efficient salespeople will emerge victorious.

Time is a salesperson’s most valuable asset. 

Every minute spent on administrative tasks is a minute not spent selling. AI helps reclaim those lost hours. Tools that automate writing, scheduling, and research allow salespeople to focus on what matters: building relationships and closing deals. If you’re not leveraging AI to increase productivity, you’re leaving opportunities on the table.

Sales emails need to be clear and professional. AI-powered writing assistants ensure your messages are polished and effective. A poorly written email can cost you a deal. AI tools catch grammatical mistakes, improve clarity, and even suggest more effective phrasing. This isn’t just about looking professional; it’s about being understood. 

If your message isn’t clear, it won’t convert.

Presentations are another time-consuming task. AI can generate professional decks in minutes. Instead of spending hours designing slides, salespeople can focus on developing effective strategies. AI-powered tools create branded, structured presentations based on simple inputs. This ensures consistency while saving time. Sales professionals who utilize AI for presentations can focus on delivering insights rather than formatting slides.

CRM systems are the backbone of sales operations. AI enhances CRM by automating data entry, tracking customer interactions, and suggesting next steps. Salespeople often struggle with keeping CRM data updated. AI reduces this friction by automatically capturing and organizing information. A well-maintained CRM leads to better forecasting and stronger customer relationships. 

If your CRM doesn’t have AI capabilities, it’s time to upgrade.

AI-driven insights enable sales managers to make more informed decisions, rather than relying on instinct. Managers can use AI to analyze performance trends, identify coaching opportunities, and predict revenue outcomes. AI doesn’t replace leadership; it enhances it. 

Sales managers who adopt AI can build stronger teams and achieve better results. Ignoring AI in sales management is a strategic mistake.

Lead generation is another area where AI adds value. AI-powered tools can analyze vast amounts of data to identify high-potential prospects. Instead of spending hours researching leads, salespeople can receive AI-generated recommendations. This allows for more targeted outreach and higher conversion rates. AI doesn’t just find leads, it finds the right leads.

Sales follow-up is often inconsistent. AI ensures follow-ups happen at the right time with the right message. Automated reminders and AI-generated responses keep deals moving forward. 

A well-timed follow-up can be the difference between closing a deal and losing it. AI helps salespeople stay on top of their pipeline without relying on memory.

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Turning Around Sales Performance: Strategies for CEOs and Sales Managers to Foster Internal Alignment

Turning Around Sales Performance: Strategies for CEOs and Sales Managers to Foster Internal Alignment

Navigating a sales turnaround isn’t just about fixing numbers; it’s about transforming the business. It’s about realigning expectations, rebuilding internal trust, and creating a structured, sustainable path forward. 

If you’re a CEO, sales manager, or a key salesperson in your organization, the pressure to reverse a sales slump can feel overwhelming. However, the truth is that turnarounds aren’t made in a sprint; they’re built through clarity, consistency, and effective communication.

Too often, sales leaders make the mistake of focusing only on the downward trend. They get caught up in the urgency of the numbers and forget that the real challenge lies in managing upward, setting expectations with executive leadership, and aligning them with reality. 

If your sales team is underperforming, your internal stakeholders are your new audience. Just as with external prospects, you need to manage their expectations with a clear, actionable plan.

The process starts with a shift in mindset. 

Instead of viewing upper management as critics, think of them as clients. What do they need to believe in this turnaround? What information do they need to trust your leadership? Start by building a high-level outline. Avoid over-engineering the details in the early stages. Focus on where you want to go, then reverse-engineer the steps to get there.

Every turnaround starts from a rear position. That means your first job is to stop the downward momentum. Before you can scale revenue, you need to stabilize it. That requires a clear definition of success, agreed upon by everyone involved. 

  • Are you trying to double revenue in 12 months? 
  • Or just return to last year’s baseline? 
  • Is that goal realistic given your market, team, and resources? 

If not, revise it. A stretch goal is fine. A fantasy is not.

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From Reporting to Coaching: Elevate Your One-on-One Sales Meetings to Drive Performance and Trust

From Reporting to Coaching: Elevate Your One-on-One Sales Meetings to Drive Performance and Trust

A one-on-one sales meeting is not a reporting meeting. It’s not about reviewing what already happened. And it’s definitely not about the manager doing most of the talking. The purpose of a one-on-one pipeline review is to develop the salesperson, surface challenges, and accelerate opportunities. If your one-on-ones are anything less, you’re leaving performance on the table.

Sales leaders often default to micromanagement. 

Especially when the rep is new or struggling. But that approach backfires. It creates dependency and stifles problem-solving. The goal is to coach your reps into leading the meeting. That shift changes everything. When reps own the agenda and bring forward deal-level insights, they’re forced to think critically. That’s where growth happens.

If you’re leading a sales team or are a CEO playing the role of sales manager, you need to establish a clear structure. But the rep does the prep. You define the meeting cadence and format. Weekly or bi-weekly, depending on your velocity. You outline the sections: committed deals, stalled deals, and at-risk deals. 

But the rep fills in the content. They come to the meeting ready to walk you through each opportunity, with specific updates and clear asks.

Preparation is non-negotiable. For both sides. 

The salesperson should have updated their CRM before the meeting. The manager should have reviewed that data in advance. If either party shows up unprepared, the meeting becomes reactive. 

A waste of time. And it erodes trust quickly. 

Reps notice when you haven’t read the notes. They know when you’re winging it. And if they feel their effort isn’t valued, they’ll stop putting in the effort.

You want to create a culture where preparation is expected and rewarded. 

The fastest way to management failure is to ask questions that could have been answered by reading the CRM. Instead, use that time: 

  • To probe deeper. 
  • Ask about the deal strategy. 
  • Challenge assumptions. 
  • Help salespeople spot gaps they missed. 

That’s where your experience has real value.

It’s tempting to jump in and solve the problem. Especially when you see the red flags before the rep does. But resist the urge. Let them talk it through. Coach them toward the insight. Your job isn’t to close the deal; it’s to build someone who can. That means teaching them how to identify weak spots, how to pressure test a deal, and how to re-engage a stalled buyer. The real value of one-on-ones is in that development.

Think about how you coach. 

Are you diagnosing for them? Or are you helping them diagnose for themselves? When a rep says “this deal is solid, no issues,” that’s a red flag. Every deal has risk. Your job is to help them uncover it. Ask: “What’s the biggest thing that could derail this?” Or “What’s the last thing the buyer said that gave you pause?” These questions surface the truth. And they teach reps to self-assess more effectively.

There’s a fine line between coaching and grading. You want reps to be honest about their pipeline without fear of judgment. 

If a deal is weak, that’s not a character flaw. It’s a coaching moment. 

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Two Tall Guys Talking Sales – Winning Sales Strategies for Productive, High-Impact Pipeline Reviews – Episode 149

Two Tall Guys Talking Sales – Winning Sales Strategies for Productive, High-Impact Pipeline Reviews – Episode 149

Pipeline reviews don’t need to feel like an ambush. In this episode, Kevin Lawson and Sean O’Shaughnessey break down how to turn pipeline meetings into high-value working sessions that improve sales management, strengthen sales processes, and accelerate revenue generation. The conversation focuses on preparation discipline, trust, and transparency, as well as a practical playbook for advancing complex deals through relationship mapping and peer-to-peer executive engagement.

You’ll hear straightforward sales strategies you can implement immediately, whether you lead a large enterprise team or a small, founder-led organization. Expect a sharp focus on business acumen, value selling, and the day-to-day messaging that keeps deals moving. The result is a meeting format that fuels sales success and better revenue management, not another hour of defensive status reporting.

Key Topics Discussed

  • Make pipeline reviews not suck — Focus the agenda on the few deals that genuinely need help; skip deep dives on healthy opportunities. [~00:00:00]
  • The salesperson’s prep checklist — Current notes, clear qualification status, and a concrete next step; never open with “I need to get a meeting.” [~00:03:00]
  • Trust, transparency, and speed — Why open admission of gaps prevents executive “gotchas” and keeps the team collaborative. [~00:04:34–00:05:34]
  • Taming the “big deal” distraction — How sales leaders manage CEO attention and ensure one opportunity doesn’t hijack the meeting. [~00:07:52–00:08:20]
  • Relationship mapping for top deals — Title-to-title engagement, executive assignments, and the “11-on-11” football metaphor for flawless execution. [~00:09:00–00:11:55]
  • Adapting for smaller orgs — Three-on-three analogy, “weaponize” your internal team as peer resources, and coach reps to lead 1:1s. [~00:12:30–00:15:06]

Key Quotes

  • Sean O’Shaughnessey [~00:01:36]: “Bring up the ones that hurt, the deals where you need help. Wouldn’t it be nice to get helped in a pipeline review instead of just being told to ‘get your ass out there and go work on it’?”
  • Kevin Lawson [~00:05:00]: “Transparency is our key that will keep us moving forward and fast. Sales pipeline meetings don’t have to be the Spanish Inquisition.”
  • Sean O’Shaughnessey [~00:11:34]: “Run your top deals like you’re running a football team, every player knows their assignment, and you execute flawlessly.”
  • Kevin Lawson [~00:14:33]: “For one-to-ones, the salesperson should be leading the meeting, your job is to coach them to bring challenges you can clear.”

Additional Resources (mentioned in the episode)

  • Sales Meeting Agenda Templates — Free downloadable agendas for effective pipeline reviews and 1:1s (from Sean and Kevin’s sites).
  • B2B Sales Lab Community — A peer-led forum to refine sales strategies, strengthen messaging, and accelerate revenue generation. https://b2b-sales-lab.com/

A Significant Actionable Item from this Podcast

Adopt the “Help-First Pipeline Review” and Relationship Map.

Before your next review, split your pipeline into two lists: On-Track and Needs Help. Use meeting time almost exclusively on the “Needs Help” list. For each flagged deal, arrive with: (1) current status and qualification level, (2) the single next step, and (3) a relationship map that pairs your execs and functional leaders title-to-title with the customer’s counterparts (CEO↔CEO, CFO↔CFO, VP Eng↔VP Eng). Assign those internal players specific outreach tasks and deadlines. This simple shift transforms pipeline reviews into working sessions that improve sales management, sharpen sales processes, and advance value-based conversations, fast.

Two quick tips to lock it in:

  1. Never start with “I need to get a meeting.” Instead, say, “I’m trying to reach Larry; here are the three touches I’ve already made and my next move.”
  2. Preempt “big deal” derailments by updating its status in CRM ahead of time and summarizing it briefly; then return to the prepared “Needs Help” list.

Summary

If pipeline reviews feel like public performance reviews, this conversation will reset the culture. Kevin and Sean outline a decisive, repeatable approach that blends business acumen, crisp messaging, and practical value selling to move deals. By prioritizing help over inspection, mapping peer-to-peer relationships, and coaching reps to lead, you’ll turn a dreaded ritual into a lever for sales success and consistent revenue management. Queue it up, your next pipeline meeting can actually be the best hour of your sales week.

Cut Through the AI Hype: Practical Definitions for Sales Professionals

Cut Through the AI Hype: Practical Definitions for Sales Professionals

Artificial intelligence is transforming sales, but too many leaders are investing in tools they don’t fully understand. The result? Costly mistakes, poor adoption, and missed opportunities. This episode of AI Tools for Sales Pros breaks down the three core technologies behind AI:

  1. Machine Learning (ML),
  2. Natural Language Processing (NLP),
  3. Large Language Models (LLMs)

and explains them in plain language that every sales professional can use.

The episode compares the current AI confusion to the database revolution of the 1990s. Just as sales leaders once needed to grasp relational databases or virtualization to sell effectively, today’s leaders must understand AI fundamentals to buy, implement, and coach effectively. Without this knowledge, vendor meetings become traps where features outshine true solutions.

Why Sales Leaders Need to Understand AI

  • Vendors are selling “AI-powered” tools that are often just automation with marketing polish.
  • ROI depends on knowing what you’re really buying.
  • Sales reps look to leadership for clarity and coaching on new technologies.
  • Competitive advantage comes from strategic implementation, not just adoption.

The Three Core AI Technologies

Machine Learning (ML): The pattern recognition engine. It predicts outcomes by analyzing historical sales data. Use cases: lead scoring, deal risk analysis, forecasting.

Natural Language Processing (NLP): The communication translator. It helps machines understand and analyze human conversations. Use cases: call transcription, sentiment analysis, chatbots, and objection detection.

Large Language Models (LLMs): The content creation powerhouse. They generate human-like content at scale. Use cases: personalized emails, proposals, meeting prep, follow-ups.

When the Technologies Work Together

The magic happens when ML, NLP, and LLMs integrate. Imagine: ML identifies the best prospects, NLP uncovers their communication style, and LLMs create personalized outreach. Companies are seeing 30%+ response rates with this integrated approach.

Misconceptions and Realities

  • Myth: AI replaces humans. Reality: It augments judgment.
  • Myth: More AI equals better results. Reality: Focused use beats scattered adoption.
  • Myth: AI requires massive data. Reality: Many sales AI tools work with modest data sets.

Action Steps for Sales Leaders

  1. Audit your current tools—identify which technologies you’re already using.
  2. Apply the vendor evaluation framework before making new purchases.
  3. Share these simplified definitions with your team.
  4. Connect with peers in the B2B Sales Lab community to learn from real implementations.

AI competency isn’t about programming—it’s about making better buying decisions and leading your sales team strategically. The future of B2B sales is not humans vs. AI—it’s humans amplified by AI.

👉 Register for your free 90-day membership at b2b-sales-lab.com and join the conversation.

AI in B2B Sales Isn’t Optional Anymore

AI in B2B Sales Isn’t Optional Anymore

Several months ago, I was serving as a fractional VP of Sales for a $50 million manufacturing company. Their top salesperson was a 15-year veteran who knew the industry inside and out. Yet he was consistently being outsold by a competitor’s much newer hire. At first, it didn’t make sense until we discovered the reason.

The competitor’s rep wasn’t just more energetic or aggressive. They were AI-enabled. While my client’s rep was manually scrolling LinkedIn and drafting emails from scratch, the competitor’s rep was using AI tools to research prospects, craft personalized outreach, and prepare for meetings. In other words, the competitor had a partner working 24/7—freeing them to focus on what humans do best: building trust and closing deals.

That was the turning point. I realized we weren’t just competing against other salespeople anymore. We were competing against AI-enhanced sales teams.

The Most Urgent Technology Wave in Sales

Throughout my career, I’ve watched new technology waves disrupt the sales profession. Robotics transformed manufacturing in the 1980s. Solid modeling replaced drafting tables in the 1990s. Cloud computing reshaped IT in the 2000s.

Each time, early adopters gained the edge while laggards struggled to catch up. The AI wave is different for two reasons:

  1. It’s broader: touching every aspect of sales, from prospecting to forecasting.
  2. It’s faster: companies have months, not years, to adapt before the competitive gap becomes overwhelming.

AI in sales isn’t coming. It’s already here.

The Four Pillars of AI Sales Transformation

To make sense of AI’s role in sales, I use a framework I call the Four Pillars of AI Sales Transformation.

1. Efficiency Amplification

Salespeople lose hours each week on research, data entry, and administrative tasks. AI automates these repetitive activities, turning wasted time into revenue-generating capacity. If a rep with a $2 million quota spends 40% of their time on admin work, reclaiming even half of that time can translate into hundreds of thousands of dollars in additional revenue potential.

2. Personalization at Scale

Buyers expect relevance. AI enables sales teams to tailor outreach at a scale that was previously impossible. One client of mine went from producing 10 personalized emails per day to 500, each one referencing company news, industry pain points, or competitive dynamics. The result: higher engagement and faster response times.

3. Predictive Intelligence

AI spots patterns humans miss. It identifies which deals are at risk, when prospects are most likely to respond, and which leads are worth pursuing first. For one client, simply shifting demos to Tuesday afternoons increased conversion rates by 40%. When your competitors are guessing, AI gives you confidence.

4. Continuous Learning & Optimization

Unlike static playbooks, AI evolves. It analyzes win/loss data, tests messaging, and provides real-time coaching insights. One client discovered that pricing discussions were their biggest choke point. AI flagged the pattern, we built automated battlecards, and close rates improved by 18%.

Real-World Results

These aren’t theoretical benefits. In my own client work:

  • An AI-powered prospecting rollout increased appointment-setting rates from 8% to 23% in just six weeks.
  • A lost-deal analysis uncovered patterns that helped recover $2 million in the pipeline.

The reality is clear: companies already experimenting with AI are pulling ahead. Those who delay are watching the gap widen daily.

Three Things You Can Do This Month

If you’re ready to start, here are three immediate steps:

  1. Audit your workflow. Identify one repetitive task you can automate—prospect research, meeting prep, or follow-up emails.
  2. Pilot an AI tool. Start small with an affordable, no-code platform. Many cost less than $200/month.
  3. Learn with others. Don’t navigate this change alone. Surround yourself with peers who are experimenting, learning, and winning with AI.

Join the B2B Sales Lab

The best way to accelerate your adoption is to connect with others on the same journey. That’s why we built the B2B Sales Lab, a private, member-led community for sales professionals who want actionable insights, not theory. It’s where strategy meets execution.

In the Lab, you can:

  • Ask real questions about sales challenges.
  • Share proven best practices.
  • Learn from other sales professionals and veteran leaders.

Your first 90 days are free. Join us today at b2b-sales-lab.com.

The future of B2B sales isn’t about choosing between humans and AI. It’s about humans amplified by AI. Those who adapt now will thrive. Those who wait may not get the chance to catch up.

To learn more, listen to this podcast on the subject.

Two Tall Guys Talking Sales – Breaking the Silos: Aligning Sales and Marketing for Real Revenue Growth – Episode 147

Two Tall Guys Talking Sales – Breaking the Silos: Aligning Sales and Marketing for Real Revenue Growth – Episode 147

In this episode of Two Tall Guys Talking Sales, Kevin Lawson and Sean O’Shaughnessey dive deep into one of the most misunderstood dynamics in business: the relationship between sales and marketing. Pulled directly from a thought-provoking question inside the B2B Sales Lab community, this conversation explores how sales teams can contribute meaningfully to marketing efforts and why that collaboration drives better revenue generation. Whether you lead a sales team, run marketing campaigns, or wear both hats in a small business, this episode gives you practical strategies to align your teams, sharpen your messaging, and enhance sales success.

Key Topics Discussed

  • The Role of Sales in Marketing & Content Development (00:00)
    How sales leaders can become strategic contributors to content and campaign direction.
  • Being the Voice of the Customer Across the Business (00:02)
    Why sales must act as a conduit of market intelligence, not just for marketing but across production, delivery, and operations.
  • Sales Behavior That Builds or Breaks Internal Trust (00:04)
    The importance of accountability and humility when offering feedback to other departments.
  • Making Marketing a Regular Part of Sales Meetings (00:08)
    A tactical breakdown of how to engage marketing in the sales rhythm without derailing productivity.
  • Field Collaboration: Invite Your Internal Teams to Ride Along (00:10)
    Why taking engineers or operations managers on customer calls creates stronger cross-functional empathy and better customer experiences.
  • Marketing Assets: Create Them, Use Them, Give Feedback (00:12)
    How to close the feedback loop on content effectiveness and ensure sales uses what marketing builds.

Key Quotes

  • “Sales is accountable for driving the revenue, but sales is also accountable for working with marketing to get to a market-facing message that addresses current needs.”
    — Kevin Lawson (00:00)
  • “Your job in sales is to be the best-run department in the company. If you’re not, your opinion probably doesn’t matter.”
    — Sean O’Shaughnessey (00:08)
  • “Please, oh please, use the tools your marketing team creates for you. If you don’t, that’s on you.”
    — Kevin Lawson (00:12)
  • “There’s no better way to get internal teams aligned with customers than to take them on sales calls. Let them breathe your air and eat at Burger King between meetings.”
    — Sean O’Shaughnessey (00:11)

Additional Resources

  • B2B Sales Lab Community: A peer group for sales professionals focused on sharpening sales processes, messaging, and revenue management. www.b2b-sales-lab.com

A Significant Actionable Item from this Podcast

Hold a joint sales-marketing meeting each quarter.

Schedule a dedicated 30-minute session within your sales team’s recurring meeting where your marketing counterpart joins to review current messaging, upcoming campaigns, and voice-of-the-customer insights. Let marketing ask questions, present new content, and gather sales feedback. Use this as a structured loop to align both teams on business acumen, sales strategies, and revenue goals.

Why You Should Listen Now

If you’ve ever wondered why your sales messaging isn’t landing or why marketing feels “out of touch,” this episode is for you. Kevin and Sean pull back the curtain on how high-performing sales organizations dissolve silos, share real-time customer feedback, and co-create assets that drive revenue. Whether you’re a VP of Sales, a marketing leader, or a business owner trying to scale effectively, you’ll walk away with ideas you can implement this week to align your teams for better revenue generation and sales success. Tune in now and start building the team your customers deserve.

Navigating the Sales Maze: Overcoming Missed Steps in Your Sales Process

Navigating the Sales Maze: Overcoming Missed Steps in Your Sales Process

The challenges for a salesperson or a sales manager are numerous. One such challenge that often arises during the sales process is the realization that a crucial step has been skipped. This situation is not uncommon and is faced by many salespeople. However, it’s not a moment for reprimanding or pulling out an accountability chart. Instead, it’s a moment of realization and an opportunity to rectify the error to avoid ending up in the ‘no decision lane.’

I have written about the importance of skipping stages of the sales process elsewhere on this site, most recently in “The Key to Profitable Sales Organizations: Understanding and Adhering to the Sales Process,” where I remind you that, according to the Harvard Business Review, 28% of companies that master at least three stages of their sales process will see an increase in revenue growth.

When you recognize you’ve missed a step in your sales process, it resembles backing up a train. You’ve got a lot of cars put together, but one is out on its own. Addressing this situation requires a specific style and approach. As a sales leader, your focus should be on the next step in the process. Have you covered this step from a question in the sales meeting? It’s important to ask questions like, “What is next? What is missing? What is now?” 

As a salesperson, if you realize you’ve missed a step, address it head-on. This approach allows you to rectify your error and builds trust with your prospect by demonstrating transparency and accountability. 

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